The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 18, 2024

Filed:

Apr. 23, 2021
Applicant:

Naver Corporation, Gyeonggi-do, KR;

Inventors:

Ioannis Kalantidis, Grenoble, FR;

Diane Larlus, La Tronche, FR;

Philippe Weinzaepfel, Montbonnot-Saint-Martin, FR;

Mert Bulent Sariyildiz, Grenoble, FR;

Noé Pion, Plaisance, FR;

Assignee:

NAVER CORPORATION, Gyeonggi-Do, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05D 1/00 (2006.01); G06F 16/532 (2019.01); G06F 16/55 (2019.01); G06F 16/56 (2019.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/241 (2023.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06T 9/00 (2006.01); G06V 20/56 (2022.01);
U.S. Cl.
CPC ...
G05D 1/0212 (2013.01); G05D 1/0231 (2013.01); G06F 16/532 (2019.01); G06F 16/55 (2019.01); G06F 16/56 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06T 9/002 (2013.01); G06F 18/2155 (2023.01); G06F 18/22 (2023.01); G06F 18/241 (2023.01); G06V 20/56 (2022.01);
Abstract

A training system includes: an encoder module configured to receive a query image and to generate a first vector representative of one or more features in the query image using an encoder; a mixing module configured to generate a second vector by mixing a third vector, representative of one or more features in a second image that is classified as a negative relative to the query image, with a fourth vector; and an adjustment module configured to train the encoder by selectively adjusting one or more parameters of the encoder based on the first vector and the second vector.


Find Patent Forward Citations

Loading…